Enhancement of partial robust M-regression (PRM) performance using Bisquare weight function
Partial Least Squares (PLS) regression is a popular regression technique for handling multicollinearity in low and high dimensional data which fits a linear relationship between sets of explanatory and response variables. Several robust PLS methods are proposed to accommodate the classical PLS algor...
| Published in: | AIP Conference Proceedings |
|---|---|
| Main Author: | |
| Format: | Conference paper |
| Language: | English |
| Published: |
American Institute of Physics Inc.
2014
|
| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85010868513&doi=10.1063%2f1.4894338&partnerID=40&md5=cac4c0bef273110a6e6a846df8637ee9 |